Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 1.157699 1.409176 1.730062 2.181616 2.821967 3.734484 5.211157
2025-03-09 0.817800 1.089914 1.490004 2.162692 3.368485 5.716425 11.730959
2025-03-16 0.632492 0.888310 1.297914 2.071521 3.716356 7.893798 25.682923
2025-03-23 0.546106 0.801545 1.241859 2.167420 4.505064 12.617168 94.022255
2025-03-30 0.476591 0.721783 1.167762 2.185439 5.152602 19.144457 685.617434
2025-04-06 0.417821 0.646850 1.079724 2.129593 5.560848 27.081455 NaN
2025-04-13 0.373725 0.589483 1.010956 2.090018 6.016812 39.746108 NaN
2025-04-20 0.354641 0.574279 1.024070 2.271892 7.662976 95.761132 NaN
2025-04-27 0.333155 0.550538 1.012512 2.380921 9.267978 268.474273 NaN
2025-05-04 0.308420 0.516548 0.969960 2.375128 10.293411 792.161654 NaN
2025-05-11 0.283178 0.478249 0.909883 2.286856 10.659716 2373.107751 NaN
2025-05-18 0.267747 0.458202 0.890212 2.334884 12.346896 NaN NaN
2025-05-25 0.256085 0.445063 0.886486 2.449672 15.319147 NaN NaN
2025-06-01 0.241472 0.423951 0.858582 2.459032 17.421057 NaN NaN
2025-06-08 0.224636 0.396246 0.808704 2.355741 17.759008 NaN NaN
2025-06-15 0.216774 0.387437 0.808229 2.472448 22.587630 NaN NaN
2025-06-22 0.206761 0.372721 0.788850 2.494459 26.270254 NaN NaN
2025-06-29 0.195278 0.353599 0.754092 2.427143 27.705053 NaN NaN
2025-07-06 0.185387 0.337296 0.725218 2.379499 29.760689 NaN NaN
2025-07-13 0.182761 0.337498 0.744535 2.599098 45.114433 NaN NaN
2025-07-20 0.178053 0.332319 0.746910 2.731456 63.158657 NaN NaN
2025-07-27 0.170896 0.320649 0.727454 2.724410 74.237949 NaN NaN
2025-08-03 0.162430 0.305208 0.694214 2.617232 74.839531 NaN NaN